Evidence map›Paper›PMID 42028281›Full record

ArticleMaterials today. Bio2026

SIGMA: Shear-induced gelation by microbead aggregation in tubular flow systems.

Yu Ri Nam, Yeongjin Lee, Keumyeon Kim, Jeongin Seo, Jeehee Lee, Hee-Seung Lee, Haeshin Lee

Abstract read
In one paragraph

Article in Materials today. Bio, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Yu Ri NamDepartment of Chemistry, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, 34141, Republic of Korea.
Yeongjin LeeDepartment of Chemistry, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, 34141, Republic of Korea.
Keumyeon KimR&D Center, SCL Science Inc., Seoul, 07282, Republic of Korea.
Jeongin SeoDepartment of Chemistry, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, 34141, Republic of Korea.
Jeehee LeeDepartment of Chemistry, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, 34141, Republic of Korea.
Hee-Seung LeeDepartment of Chemistry, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, 34141, Republic of Korea.
Haeshin LeeDepartment of Chemistry, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, 34141, Republic of Korea.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Injectable hydrogels hold promise for localized drug delivery and regenerative medicine, yet their clinical translation remains limited by reliance on backbone modification or exogenous physicochemical triggers that complicate delivery. Here, we exploit an unavoidable aspect of clinical administration, shear, which is generated during injection through catheters and needles. We introduce SIGMA (Shear-Induced Gelation by Microbead Aggregation), a system composed of gelatin microbeads that remain flowable during injection but rapidly assemble into cohesive hydrogel under confined shear, without exogenous physicochemical triggers such as temperature, pH, light, or chemical crosslinkers. Gelation was tunable by varying flow path length, mixing cycles, particle sizes, or introducing air-liquid interfaces, enabling transitions from a weak dispersion (∼11.3 Pa) to robust gels with storage moduli up to ∼5 kPa and compressive strengths approaching ∼800 kPa. Circular dichroism and gel permeation chromatography revealed shear-induced intermolecular associations without evidence of chain scissions. The platform further enabled post-encapsulation drug loading with tunable release governed by shear-programmed network density.

Indexed as

Gelatin microbeadsInjectable hydrogelIn situ gelationShear-induced gelation

Identifiers

PMID42028281
PMCPMC13099511

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.